Mario Stefanelli

From Rutgers Medical Informatics History Project

Revision as of 23:17, 25 January 2012

Name: Mario Stefanelli

Elected ACMI Fellow: election date unknown *** NOTE ACMI DOESNT LIST HIM ***

Years: 1945 - 2010

Degrees: Electronic Engineering 1969, University of Pavia, Italy

Professional Affiliations: Full Professor of Biomedical Engineering Università degli Studi di Pavia, Italy, Associazone Italiana di Intelligenza Artificiale(AI*IA), American Association for Artificial Intelligence (AAAI), Artificial Intelligence in Medicine,E ruope (AIME), American Medical Informatics Association (AMIA), Association for Computing Machinery (ACM), Institute of Electrical and Electronic Engineers (IEEE) Computer Society, Gruppo Nazionale di Bioingegneria (GNB)

Professional Activities: Founder, European Society for Aritificial Intelligence in Medicine, 1985; SPC Chair, Medinfo, 2004 with Dr. Casimir Kulikowski; AIME Program Committee 1895-2010; Program Committee MEDINFO 2001; Program Committee for First European Workshop on Computer-based Support for Clinical Guidelines and Protocols 2000; Steering Committee of Working Group 7 (WG7) of the International Medical Informatics Association (IMIA), 2000-2010; Editorial board of American Modeling Physiology: Modelling Forum, Artificial Intelligence in Medicine, International Journal of Biomedical Informatics, Methods of Information in Medicine

Honors and Awards: Mario Stefanelli Laboratory for Biomedical Informatics at Universty of Pavia, Italy named in his honor. NATO Fellow, Department of Computer Science, Rutgers University, 1983

Other Works:

Other Information:

Curriculum Vitae:

Selected Publications:

Rojas-Barahona L, Quaglini S, Stefanelli M. HomeNL: Homecare Assistance in Natural Language. An Intelligent 
Conversational Agent for Hypertensive Patients Management.. Combi C, Shahar Y, Abu-Hanna A, editors.; 2009. 

Zuccotti M, Merico V, Sacchi L, Bellone M, Brink TC, Stefanelli M, et al. Oct-4 regulates the expression of Stella and Foxj2 at the 
Nanog locus: implications for the developmental competence of mouse oocytes. Human Reproduction. 2009;24(9):2225-37. 

Nuzzo A, Riva A, Stefanelli M, Bellazzi R. Towards an epistemological model for automated reasoning systems in genome-wide 
studies. San Francisco, CA, USA; 2009. 

Tormene P, Giorgino T, Quaglini S, Stefanelli M. Matching incomplete time series with dynamic time warping: An algorithm and an 
application to post-stroke rehabilitation. Artificial Intelligence in Medicine. 2009;45. 

Concaro S, Sacchi L, Cerra C, Stefanelli M, Fratino P, Bellazzi R. Temporal Data Mining for the Assessment of the Costs Related to 
Diabetes Mellitus Pharmacological Treatment..; 2009. 

Zuccotti M, Merico V, Sacchi L, Bellone M, Brink TC, Bellazzi R, et al. Maternal Oct-4 is a potential key regulator of the
developmental competence of mouse oocytes. BMC Developmental Biology. 2008;8. 

Panzarasa S, Quaglini S, Cavallini A, Marcheselli S, Stefanelli M, Micieli G. Computerised Guidelines Implementation: Obtaining
Feedback for Revision of Guidelines, Clinical Data Model and Data Flow. Bellazzi R, Abu-Hanna A, Hunter J, editors.; 2007. 

Leonardi G, Quaglini S, De Amici M, Stefanelli M, Torre C, Ciprandi G. Interacting Agents for the Risk Assessment of Allergies
in Newborn Babies. Vol 4594. Springer; 2007. 

Leonardi G, Panzarasa S, Quaglini S, van der Aalst WM, Stefanelli M. Interacting Agents through a Web-based Health Serviceflow
Management System. Journal of Biomedical Informatics. 2007;40. 

Panzarasa S, Stefanelli M. Workflow management systems for guideline implementation. Neurological Sciences. 2006;27. 

Quaglini S, Panzarasa S, Cavallini A, Pernice C, Stefanelli M. Integration Of An Evidence-Based Careflow Management
System.; 2006. 

Panzarasa S, Quaglini S, Cavallini A, Micieli G, Pernice C, Pessina M, et al. Workflow Technology to Enrich a Computerized
Clinical Chart with Decision.; 2006. 

Larizza C, Bellazzi R, Stefanelli M, Ferrari P, De Cata P, Gazzaruso C, et al. Clinical evaluation of a multi-access service for
the management of Diabetes mellitus patients (M2DM project): the experience of two Italian clinical sites. Methods of Information
in Medicine. 2006;45. 

Kumar A, Smith B, Pisanelli DM, Gangemi A, Stefanelli M. Clinical guidelines as plans–an ontological theory. Methods of
Information Medicine. 2006;45. 

Rognoni C, Giorgino T, Quaglini S, Stefanelli M, Marchesi E, Baccheschi J. Adapting an Hypertension Home-Monitoring
System to the Patient's Cardiovascular Risk. Druzdzel MJ, Leong T-Y, editors.; 2005. 

Quaglini S, Panzarasa S, Cavallini A, Micieli G, Pernice C, Stefanelli M. Smooth Integration of Decision Support into an Existing
Electronic Patient Record. Vol 3581/2005. Miksch S, Hunter J, Keravnou E, editors.; 2005. 

Giorgino T, Azzini I, Rognoni C, Quaglini S, Stefanelli M, Gretter R, et al. Automated spoken dialog system for hypertensive
patient home management. International Journal of Medical Informatics. 2005;74(2-4):159-67. 

Ciccarese P, Caffi E, Quaglini S, Stefanelli M. Architectures and Tools for innovative Health Information Systems: the Guide
Project. International Journal of Medical Informatics. 2005;74. 

Quaglini S, Stefanelli M, Boiocchi L, Campari F, Cavallini A, Micieli G. Cardiovascular risk calculators: understanding differences
and realising economic implications. International Journal of Medical Informatics. 2005;74:191-9. 

Cornalba C, Bellazzi R, Quaglini S, Bellazzi RG, Stefanelli M. An Adaptive Decision Support System for risk management in
haemodialysis departments.; 2005. 

Bellazzi R, Arcelloni M, Ferrari P, De Cata P, Hernando M, Garcia A, et al. Diabetes Patients Management Through Information
Technology: Tools for Monitoring and Control of the Patients' Metabolic Behaviour. Diabetes Technology and Therapeutics. 2004;6. 

Giorgino T, Quaglini S, Stefanelli M. Evaluation and Usage Patterns in the Homey Hypertension Management Dialogue
System.; 2004. 

Ciccarese P, Caffi E, Boiocchi L, Quaglini S, Stefanelli M. A Guideline Management System. Fieschi, Coiera, Li Y-C J, Press IOS,
editors.; 2004. 

Panzarasa S, Bellazzi R, Larizza C, Stefanelli M. A careflow management system for chronic patients. e Li F/C Y-C J, editor.; 2004. 

Piazza M, Giorgino T, Azzini I, Stefanelli M, Luo R. Cognitive Human Factors for Telemedicine Systems. Vol 107. Press IOS,
editor.; 2004. 

Rognoni C, Giorgino T, Quaglini S, Stefanelli M, Marchesi E, Baccheschi J. An hypertension home-monitoring system adapted
for cardiovascular risk management.; 2004.                                                                                                

Stefanelli M. Knowledge and Process Management in Health Care Organizations. Methods of Information in Medicine. 2004;43.                                                                                                                                           

Stefanelli M. Knowledge Management In Health Care Organizations. Yearbook of Medical Informatics 2004. 2004.

Kulikowski CA, Stefanelli M. Medinfo 2004 - an opportunity to shape the future of medical informatics together. Methods
Inf. Med.. 2004;43.                                                                                                                         

Ciccarese P, Caffi E, Boiocchi L, Halevy A, Quaglini S, Kumar A, et al. The NewGuide Project: guidelines, information sharing
and Learning from Exceptions. Springer, editor.; 2003.                                                                                

Kumar A, Ciccarese P, Quaglini S, Stefanelli M, Caffi E, Boiocchi L. Relating UMLS semantic types and task-based ontology to
computer-interpretable clinical practice guidelines. Press IOS, editor.; 2003.                                                         

Kumar A, Quaglini S, Stefanelli M, Ciccarese P, Caffi E. Modular representation of the guideline text: An approach for
maintaining and updating the content of medical education. Medical Informatics and the Internet in Medicine. 2003;28:99-115.                 

Azzini I, Falavigna D, Giorgino T, Gretter R, Quaglini S, Rognoni C, et al. Automated Spoken Dialog System for Home Care
and Data Acquisition from Chronic Patients. Vol 95.; 2003. (Stud Health Technol Inform.; vol 95). Abstrac.                                 

Peleg M, Tu S, Ciccarese P, Kumar A, Quaglini S, Stefanelli M. Comparing models of decision and action for guideline-based
decision support: a case-study approach. JAMIA. 2003;10:52-68.                                                                           

Bellazzi R, Arcelloni M, Bensa G, Blankenfeld H, Brugues E, Carson E, et al. Design, methods and evaluation directions of a
multi-access service for the management of diabetes mellitus patients. Diabetes Technol Ther.. 2003;5:621-9.                            

Kumar A, Smith B, Stefanelli M. A General Framework for Implementation of Clinical Guidelines by Healthcare
Organizations.. 2003.

Kumar A, Quaglini S, Stefanelli M, Ciccarese P, Caffi E, Boiocchi L. A framework for representing and executing a clinical
practice guideline for the management of high blood pressure in pregnancy. Vol 10. Press IOS, editor.; 2002.                             

Kumar A, Quaglini S, Stefanelli M, Ciccarese P. Modularized service-oriented guidelines in a distributed web-based
environment : A data model and architecture for managing bioterrorism and its continuous surveillance.; 2002.                                    

Breno E, Fava GA, Guardabasso V, Stefanelli M. Encouraging Academic Competition in Europe. Science. 2002;298:1715-6.                                                                                                                                                

Panzarasa S, Madde S, Quaglini S, Pistarini C, Stefanelli M. Evidence-based careflow management systems:. Journal of
Biomedical Informatics. 2002;35:123-39.                                                                                                        

Azzini I, Giorgino T, Quaglini S, Rognoni C, Stefanelli M. Home Monitoring of Hypertensive Patients through Intelligent
Dialog System. Kohane IS, editor.; 2002.                                                                                                    

Stefanelli M. Knowledge Management to Support Performance-based Medicine. Methods of Information in Medicine.
2002;41.                                                                                                                                              

Stefanelli M. The role of methodologies to improve efficiency and effectiveness of care. International Journal of Medical
Informatics. 2002;6.                                                                                                                      

Bellazzi R, Larizza C, Montani S, Riva A, Stefanelli M, D'Annunzio G, et al. A telemedicine support for diabetes
management: the T-IDDM project. Comput Methods Programs Biomed.. 2002;69.                                                                          

Stefanelli M. The Socio-organizational Age of Artificial Intelligence in Medicine. Artificial Intelligence in Medicine.
2001;23:25-47.                                                                                                                              


Quaglini S, Stefanelli M, Lanzola G, Caporusso V, Panzarasa S. Flexible Guideline-based Patient Careflow Systems.
Artificial Intelligence in Medicine. 2001;22.                                                                                                     

Montani S, Bellazzi R, Portinale L, Stefanelli M. Evaluating a Multi Modal Reasoning System in Diabetes Care. Proc.
EWCBR2K. 2000.

Bellazzi R, Brugues E, Cobelli C, D'Annunzio G, De Leiva A, prato DS, et al. Reports on the results of the EU funded
project T-IDDM. International Symposium on Information Technology and Diabetes. 2000.

Micieli G, Cavallini A, Anzola GP, Frattola L, Mamoli A, Stefanelli M, et al. Guideline Compliance Improves Stroke
Survival. Proc. of 4th World Stroke Congress. 2000.

Quaglini S, Stefanelli M, Caporusso V, Panzarasa S. Managing Non-compliance in Guideline-based Careflow. AMIA 2000
Symposium. 2000.

Bellazzi R, Montani S, Larizza C, Magni P, D'Annunzio G, Lorini R, et al. Evaluation of the T-IDDM Project in Pavia.; 2000.                                                                                                                                         

Montani S, Bellazzi R, D'Annunzio G, Stefanelli M. Insulin Therapy Optimization in IDDM by Combining Heuristic Rules
and Past Cases Experience.; 2000.                                                                                                              

Montani S, Bellazzi R, Riva A, Larizza C, Portinale L, Stefanelli M. Artificial Intelligence Techniques for Diabetes
Management: the T-IDDM Project.; 2000.                                                                                                         

Montani S, Bellazzi R, Portinale L, D'Annunzio G, Fiocchi S, Stefanelli M. Diabetic patients management exploiting
case-based reasoning techniques. Computer Methods and Programs in Biomedicine. 2000;62(3):215-8.                                                 

Bellazzi R, Larizza C, Magni P, Montani S, Stefanelli M. Intelligent analysis of clinical time series: an application in the
diabetes mellitus domain. Artificial Intelligence in Medicine. 2000;20:37-57.                                                          

Bellazzi R, Montani S, Riva A, Stefanelli M. Web-based Telemedicine Systems for Home-care: Technical and 
Methodological issues. Computer Methods and Programs in Biomedicine. 2000;64:175-87.                                                                       

Quaglini S, Stefanelli M, Cavallini A, Micieli G, Fassino C, Mossa C. Guideline-based Careflow Systems. Artificial Intelligence
in Medicine. 2000;20.                                                                                                               

Montani S, Bellazzi R, Portinale L, Stefanelli M. A Multi-Modal reasoning Methodology for Managing IDDM Patients.
International Journal of Medical Informatics. 2000.

Bellazzi R, Brugues E, Cobelli C, D'Annunzio G, De Leiva A, prato DS, et al. T-IDDM: reports on the results of a EU
funded project. Diabetes, Nutrition & Metabolism. 2000;13.                                                                                      

Bellazzi R, Larizza C, Montani S, Stefanelli M. Intra-patients learning by combining clustering and temporal abstractions.
IDAMAP 99 working notes. 1999.

Montani S, Bellazzi R, Riva A, Portinale L, Stefanelli M. Integrating Different Decision Support Tools in a Distributed
Environment for Diabetes Management.; 1999.                                                                                                 

Bellazzi R, Riva A, Montani S, Larizza C, Fiocchi S, D'Annunzio G, et al. Web-based Telemedicine Systems: Designing
the Technical and Organisational Infrastructure.; 1999.                                                                                         

Montani S, Bellazzi R, Portinale L, Riva A, Stefanelli M. Multi-modal Reasoning in Diabetic Patient Management.. W.Horn,
Shahar Y, G.Lindbern, S.Andreassesn, JWyatt eds., editors.; 1999.                                                                          

Bellazzi R, Riva A, Montani S, Larizza C, Bestazza M, Fiocchi S, et al. Application Report Preliminary Evaluation of the T-IDDM
project in Pavia. Ljubljana; 1999.                                                                                                  

Montani S, Bellazzi R, Portinale L, Fiocchi S, D'Annunzio G, Stefanelli M. Supporting Decisions in Diabetic Patients
Management Through Case-Based retrieval. Vol 68. Ljubljana; 1999.                                                                              

Quaglini S, Dazzi L, Stefanelli M, Barosi G, Marchetti M. Decision Support Systems in Health Economics. Topics in Health
Information Management. 1999;20(1):16-30.                                                                                                  

Grandi M, Fassino C, Stefanelli M, Quaglini S. Different Integration Modalities with Computerised Guidelines. Proc. of 2nd
International Conference on Advances in the Delivery of Care (Hospital without walls). 1999.

Lanzola G, Gatti L, Falasconi S, Stefanelli M. A framework for building cooperative software agents in medical applications.
Artificial Intelligence in Medicine. 1999;16(3):223-49.                                                                                

Montani S, Bellazzi R, Larizza C, Riva A, D'Annunzio G, Fiocchi S, et al. Protocol-based Reasoning in Diabetic Patient 
Management. International Journal of Medical Informatics. 1999.

Lanzola G, Fassino C, Quaglini S, Dazzi L, Tazzi S, Stefanelli M. An Agent-based Architecture Supporting Collaborative
Work within Health Care Organizations. Ifeachor EC, Sperduti A, Starita A, editors.; 1998.                                                   

Montani S, Bellazzi R, Portinale L, Stefanelli M. A Cased-Based Reasoning System for Diabetic Patient Therapy. Ifeachor
EC, Sperduti A, Starita A, editors.; 1998.                                                                                                  

Montani S, Bellazzi R, Portinale L, Fiocchi S, Stefanelli M. A Case-based Retrieval System for Diabetic Patient
Therapy.; 1998.                                                                                                                                     

Montani S, Bellazzi R, Riva A, Larizza C, Fiocchi S, Stefanelli M. Un sistema di supporto alle decisioni distribuito per
la gestione del diabete mellito insulino-dipendente.; 1998.                                                                                

Quaglini S, Dazzi L, Gatti L, Stefanelli M, Fassino C, Tondini C. Supporting tools for guideline development and
dissemination. Artificial Intelligence in Medicine. 1998;14(1-2):119-37.                                                                           

Dazzi L, Fassino C, Lanzola G, Quaglini S, Stefanelli M. Building Patient Workflow Management Systems by Integrating
Medical and Organizational Knowledge. Cesnik B, McCray AT, Scherrer J-R, editors.; 1998.

Bellazzi R, Riva A, D'Annunzio G, Fiocchi S, Stefanelli M. Controllo in anello parzialmente chiuso del diabete
insulino-dipendente: le tecnologie dell'informazione a supporto della terapia convenzionale. In: Cobelli C
 Bonadonna R, editors.; 1998.             

Quaglini S, Dazzi L, Stefanelli M, Fassino C. A Meta-model Approach to the Construction of Decision Support
Systems in health economics.; 1998.                                                                                                                     

Bellazzi R, Magni P, Larizza C, De Nicolao G, Riva A, Stefanelli M. Mining Biomedical Time Series by Combining
Structural Analysis and Temporal Abstractions. Vol 5.; 1998.                                                                                         

Bellazzi R, Montani S, Portinale L, Fiocchi S, Stefanelli M. A Case-Based Decision Support System for Diabetic Patients
Management.; 1998.                                                                                                                          

Bellazzi R, Riva A, Larizza C, Fiocchi S, Stefanelli M. A Distributed System for Diabetic Patients Management. Computer
Methods and Programs in Biomedicine. 1998;56.                                                                                               

Riva A, Bellazzi R, Stefanelli M, Lanzola G. A Methodology for the Development of Knowledge-based Medical
Applications on the World Wide Web. Artificial Intelligence in Medicine. 1998.

Falasconi S, Stefanelli M. Organizational and Medical Ontologies for Co-operative Patient Management. Cesnik
B, McCray AT, Scherrer J-R, editors.; 1998.                                                                                                            

Bellazzi R, Ironi L, Guglielmann R, Stefanelli M. Qualitative Models and Fuzzy System: an Integrated Approach
for Learning from data. Artificial Intelligence in Medicine. 1998.

Falasconi S, Dazzi L, Lanzola G, Quaglini S, Saracco R, Stefanelli M. Towards Cooperative Patient Management Through
Organization and Medical Ontologies. Methods of Information in Medicine. 1998.

Bellazzi R, Riva A, Larizza C, Montani S, Fiocchi S, Stefanelli M. Un sistema distribuito per la gestione di pazienti
diabetici. Automazione e Strumentazione. 1998.

Riva A, Montani S, Larizza C, Fiocchi S, D'Annunzio G, Lorini R, et al. A WWW-based System for Diabetic Management:
Technical and Clinical Infastructure for Patients and Physicians.; 1998.                                                                        

Quaglini S, Saracco R, Dazzi L, Stefanelli M, Fassino C. Information Technology for Patient Workflow and Guidelines
Implementation.; 1997.                                                                                                                          

Bellazzi R, Ironi L, Guglielmann R, Stefanelli M. Learning From Data Through the Integration of Qualitative Models and
Fuzzy Systems. Keravnou E, Garbay C, Baud R, Wyatt J, editors.; 1997.                                                                        

Dazzi L, Fassino C, Saracco R, Quaglini S, Stefanelli M. A patient workflow management system built on guidelines.
Proc. of AMIA 97. 1997.

Quaglini S, Saracco R, Stefanelli M, Fassino C. Supporting Tools for Guideline Development and Dissemination.
Kervanou E, Garbay C, Baud R, editors.; 1997.                                                                                                         

Riva A, Bellazzi R, Stefanelli M. A Web-based System for the Intelligent Management of Diabetic Patients. MD
Computing. 1997.

Riva A, Bellazzi R, Stefanelli M. Distributed AI Technologies for Patient Management.; 1996.                                                                                                                                                                        

Bellazzi R, Riva A, Stefanelli M, Fiocchi S. Long Term Management of Diabetic Patients: a Distributed Architecture.; 1996.                                                                                                                                          

Quaglini S, Dazzi L, Falasconi S, Marchetti M, Stefanelli M, Barosi G. An Ontology-based Framework for Building
Economic Evaluation Models in Health Care.; 1996.                                                                                                   

Lanzola G, Falasconi S, Stefanelli M. Cooperating Agents Implementing Distributed Patient Management. Van De Velde,
Perram, editors.; 1996.                                                                                                                         

Bellazzi R, Larizza C, Riva A, Mira A, Fiocchi S, Stefanelli M. Distributed Intelligent Data Analysis in Diabetic Patient
Management. Cimino JJ, editor.; 1996.                                                                                                     

Van Heijst G, Falasconi S, Abu-Hanna A, Schreiber G, Stefanelli M. A Case Study in Ontology Library Construction.
Artificial Intelligence in Medicine. 1995.

Lanzola G, Falasconi S, Stefanelli M. Cooperative Software Agents for Patient Management. Vol 943. Barahona P,
Stefanelli M, Wyatt J, editors.; 1995.                                                                                                               

Quaglini S, Stefanelli M, Locatelli F. Decision Models for Cost-effectiveness Analysis: a Means for Knowledge sharing
and quality control in Health Care Multidisciplinary Tasks. Barahona P, Stefanelli M, Wyatt J, editors.; 1995.                               

Falasconi S, Stefanelli M, Lanzola G. The Role of Ontology and Terminology Servers in Hospital Information System Based
on Cooperative Agents.; 1995.                                                                                                               

Lanzola G, Falasconi S, Stefanelli M. Health Care Information Systems based on Cooperating Software Agents.; 1995.                                                                                                                                                  

Bellazzi R, Cobelli C, Gomez E, Stefanelli M. The T-IDDM project: Telematic Management of Insulin Dependent Diabetes
Mellitus. Bracale M, Denoth F, editors.; 1995.                                                                                                 

Riva A, Bellazzi R. High level control strategies for diabetes therapy. Barahona P, Stefanelli M, Wyatt J, editors. Pavia
(Italy); 1995. (Proceedings of AIME-95).                                                                                                  

Ramoni M, Riva A, Stefanelli M, Patel V. Medical Decision Making using Ignorant Influence Diagram. Barahona P,
Stefanelli M, Wyatt J, editors.; 1995. (Proc. of AIME-95).                                                                                           

Bellazzi R, Siviero C, Stefanelli M, De Nicolao G. Adaptive Controllers for Intelligent Monitoring. Artificial Intelligence in
Medicine. 1995;7.                                                                                                                    

Ramoni M, Riva A, Stefanelli M, Patel V. An Ignorant Belief Network to Forecast Blood Glucose Concentration from
Clinical DataBase. Artificial Intelligence in Medicine. 1995;7.                                                                                    

Quaglini S, Bellazzi R, Locatelli F, Stefanelli M, Salvaneschi C. An Influence Diagram for Assessing GVHD Prophylaxis
after Bone Marrow Transplantation in Children. Medical Decision Making. 1994;14:223-35.                                                       

Quaglini S, Bellazzi R, Berzuini C, Stefanelli M, Barosi G. Hybrid Knowledge-based Systems for Therapy Planning.
Artificial Intelligence in Medicine. 1992;4:207-26.                                                                                                

Bellazzi R, Quaglini S, Berzuini C, Stefanelli M. GAMEES: a probabilistic environment for expert systems. Computer
Methods and Programs in Biomedicine. 1991;35:177-91.

Books

Additional Media:

Sources:
CV (2009) from Laboratory for BioMedical Informatics, Pavia, Italy; IMIA Yearbook of Medical Informatics 2011, pg. 5 [ttp://www.labmedinfo.org/people/stefanelli Biomedical Informatics Library] biographical page, 2010.